[PYTHON] For those who have begun to learn deep learning: Video of Professor Yutaka Matsuo, University of Tokyo

1.First of all

For those who have just started learning deep learning, watching the video of Professor Matsuo of the University of Tokyo is very exciting, educational and interesting. This time, in addition to Professor Matsuo's ** lecture **, we have compiled a video link that includes ** dialogue ** and ** panel discussion **, so please take a look if you like. Especially recommended are ** 01, 05, 08, 14, 18, 23, 27 **.

2. Video link

The lecture is marked with a star.

□ 2012 ★01.Computer will be more clever than human beings The University of Tokyo version of TED (in Japanese, of course). A compact summary of the use of information on the Web and the possibilities of artificial intelligence. I haven't touched on deep learning, but the youthful appearance of Professor Matsuo is interesting. <Recommended. > (15 minutes)

□ 2013 02. ** IT Fusion Symposium-Introduction of leading-edge cases by companies and researchers- ** This is a lecture on big data utilization and artificial intelligence on the web. (20 min)

★ 03. ** [2013 Citizen's Lecture 8th: "Social Forecast from Social Media"] (https://www.youtube.com/watch?v=Wv99Dv-tM8M)** Lecture at the National Institute of Information Science (63 minutes)

□ 2014 04. ** The day when artificial intelligence becomes the Great Enma ** [PART1] [[PART2]](https://www. youtube.com/watch?v=jmQraat_SR8) Interview at Video News.com, a news online station. Professor Matsuo, who makes comments on amateur questions in an easy-to-understand manner, is impressive. I think a really smart person is someone who can easily talk about difficult things. (126 minutes)

□ 2015 ★ 05. ** "Artificial intelligence surpasses humans or is beyond deep learning" ** This is a legendary lecture given at the University of Tokyo. <Recommended. > (102 minutes)

  1. ** Forefront of artificial intelligence-population decline, job decline, impact on business ** Panel discussion at the Globis G1 Summit. The University of Tokyo, Yutaka Matsuo x IBM, Norihiko Nakabayashi x Future University-Hakodate, Hideyuki Nakashima x SmartNews, Ken Suzuki (76 minutes)

  2. ** Business / military technology using artificial intelligence ** Panel discussion at Globis. Kenichiro Mogi x Yutaka Matsuo x Katsuaki Sato (45 minutes)

★ 08. ** Future of Artificial Intelligence-Beyond Deep Learning ** [Part1 / 2] [[Part2 / 2]] (https://www.youtube.com/watch?v=53fsWd5o2fk) This is an updated version of the lecture at the University of Tokyo (76 minutes) <Recommended. >

  1. ** Is Artificial Intelligence an Opportunity for Japanese Companies-Society that Deep Learning Changes- ** Globis panel discussion. UBIC CTO Hideki Takeda x The University of Tokyo Yutaka Matsuo x Rakuten Masaya Mori x Industrial Growth Platform Partner Naoki Kimura (74 minutes)

  2. ** [The future seen from the gap between consciousness and artificial intelligence] (https://www.youtube.com/watch?v=mT_HeeCwU1M)** Dialogue between Kenichiro Mogi and Yutaka Matsuo (10 minutes)

★ 11. [2015 Japan Society for Future Research Session 1] (https://www.youtube.com/watch?v=apZI6AQcbgQ) A shortened version of the lecture at the University of Tokyo

□ 2016 12. ** [AIF2015 [Quiet Transformation-Technology Evolution and Future]] (https://www.youtube.com/watch?v=TTcnPHNp8r8)** Asia Innovation Forum Panel discussion. The University of Tokyo, Yutaka Matsuo x Yahoo, Kazuto Ayake x Omron, Fumio Tateishi x The University of Tokyo, Tomotaka Goji x Carnegie Mellon University, Kazuya Kawakami x Industrial Growth Platform, Kazuhiko Tomiyama (90 minutes)

  1. ** [The future three years after artificial intelligence changes] (https://www.youtube.com/watch?v=Ti8c6yfF_Yw)** Globis G1 Summit Panel Discussion. Sony, Hiroaki Kitano x The University of Tokyo, Yutaka Matsuo x UBIC, Masahiro Morimoto x Work Aplocations, Masayuki Makino (58 minutes)

★ 14. ** [[SoftBank World 2016] Does artificial intelligence surpass humans] (https://www.youtube.com/watch?v=7bvfl_M5vPQ)** Updated version of the lecture at the University of Tokyo. <Recommended>. (41 minutes)

★ 15. ** [9th Artificial Intelligence Unsolved Problems and Deep Learning] (https://ocw.u-tokyo.ac.jp/lecture_1462/)** Open Course Ware of the University of Tokyo. The 9th lecture on "Artificial Intelligence and Information Society in the Big Data Era". (92 minutes)

★ 16. ** [10th Between symbols and patterns] (https://ocw.u-tokyo.ac.jp/lecture_1463/)** Open Course Ware of the University of Tokyo. The 10th lecture on "Artificial Intelligence and Information Society in the Big Data Era". (108 minutes)

□ 2018 17. ** [What is the "AI strategy" for Japanese companies to win in the world? ] (https://www.youtube.com/watch?v=--pbqDxx5RM)** Globis G1 Summit Panel Discussion. PFN, Nishikawa, The University of Tokyo, Yutaka Matsuo, Murata Machinery, Murata, DNA, Moriyasu, Industrial Growth Platform, Kimura (60 minutes) Professor Matsuo says, "Wishful thinking and objective observation should be separated. Please tell us concretely how many engineers Google and facebook have, computing power, and how to reverse the knowledge so far." The cut is sharp to Mr.

★ 18. ** [Japan Civilization Research Institute Symposium 12th ] (https://www.youtube.com/watch?v=b1_crqRrZhM&t=4802s)** 05. This is an updated version of the lecture at the University of Tokyo. <Recommended. > (120 minutes)

★ 19. ** [Current status of artificial intelligence talked about by advanced researchers -Sapporo City University extension course-] (https://www.youtube.com/watch?v=cE50LTJfNgk)** Relay format lecture. Hideyuki Nakashima, Sapporo City University, Yutaka Matsuo, University of Tokyo, Hitoshi Matsubara, Future University-Hakodate. 0:19 to 0:45 (26 minutes)

□ 2019 20. ** [Latest cases of "social implementation of AI" and future issues] (https://www.youtube.com/watch?v=F2yEohhyOPI)** Globis panel discussion. Mr. Jins, Mr. Tanaka x The University of Tokyo, Mr. Matsuo x Mr. Brainpad, Mr. Kusano. According to Professor Matsuo, "I have come to understand how to win AI. One is to create so many models that the competition loses motivation. The other is to solve the problems that occurred in the field and create a new flow." Is interesting. (50 minutes)

  1. ** "Ask the leading experts in AI research at the current location of deep learning [Part 1] ** ** [Part 2] ** Interview at DOO on TBS News (37 minutes)

  2. ** “Digital Strategy” and “Sustainability” Utilizing AI and Big Data ** Globis panel discussion. Kentaro Kawabe x Takayuki Sumi x Yutaka Matsuo x Taro Shimada. (60 minutes)

★ 23. ** ["Understanding and Imagination" -Beyond Deep Learning-Aiming for Fusion with Symbolic Reasoning] (https://www.youtube.com/watch?v=_tnPdEZSSN4&t=49s)** This is a new version lecture at the University of Tokyo. <Recommended. > (25 minutes)

□ 2020 24. ** [[CafeSta] "Taro Yamada's Kemaru Channel"] (https://www.youtube.com/watch?v=HBCH2DUxXEQ&t=60s)** Liberal Democratic Party / Taro Yamada Dialogue with a member of the House of Councilors. (52 minutes)

  1. ** [How can society be read with AI? Noriyuki Yanagawa x Yutaka Matsuo] (https://www.youtube.com/watch?v=55387o_I2aw)** Ten Minutes TV-Adult liberal arts course to learn in 10 minutes per episode. (10 minutes)

  2. ** [Artificial intelligence strengthens Japan's industrial power-Innovation arises from the frontiers! ] (https://www.youtube.com/watch?time_continue=9&v=4B1AKegx6kY&feature=emb_title)** Globis G1 Summit Panel Discussion. PFN, Mr. Nishikawa x The University of Tokyo, Mr. Matsuo x Industrial Growth Platform, Mr. Kimura. (61 minutes)

★ 27. ** [JDLA Successful Party 2020 Yutaka Matsuo Special Lecture] (https://www.youtube.com/watch?v=iUpJySHU7yQ&t=2040s)** 00: 16 ~ 1: 06 is a special lecture, the latest version. <Recommended. > (45 minutes)

Recommended Posts

For those who have begun to learn deep learning: Video of Professor Yutaka Matsuo, University of Tokyo
The first step of machine learning ~ For those who want to implement with python ~
For those who want to start machine learning with TensorFlow2
Python techniques for those who want to get rid of beginners
For those who want to learn Excel VBA and get started with Python
Build a python environment to learn the theory and implementation of deep learning
The first step for those who are amateurs of statistics but want to implement machine learning models in Python